Rethinking Image Restoration for Object Detection Nov 1, 2022 Adversarial Attack Domain Adaptation
Code Code Available Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection Nov 1, 2022 Anomaly Detection Domain Adaptation
Code Code Available Unified Optimal Transport Framework for Universal Domain Adaptation Oct 31, 2022 Domain Adaptation Representation Learning
Code Code Available Improving Cause-of-Death Classification from Verbal Autopsy Reports Oct 31, 2022 Classification Domain Adaptation
— Unverified Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework Oct 30, 2022 Domain Adaptation Representation Learning
Code Code Available Distributionally Robust Domain Adaptation Oct 30, 2022 Domain Adaptation
— Unverified Single-Shot Domain Adaptation via Target-Aware Generative Augmentation Oct 29, 2022 Attribute Domain Adaptation
Code Code Available Few-shot Image Generation via Adaptation-Aware Kernel Modulation Oct 29, 2022 10-shot image generation Domain Adaptation
Code Code Available Domain Adaptation of Machine Translation with Crowdworkers Oct 28, 2022 Domain Adaptation Machine Translation
— Unverified Stanceosaurus: Classifying Stance Towards Multilingual Misinformation Oct 28, 2022 Domain Adaptation Fact Checking
— Unverified Nonparallel High-Quality Audio Super Resolution with Domain Adaptation and Resampling CycleGANs Oct 28, 2022 Audio Super-Resolution Domain Adaptation
Code Code Available Subsidiary Prototype Alignment for Universal Domain Adaptation Oct 28, 2022 Domain Adaptation Object Recognition
— Unverified Joint Semantic Transfer Network for IoT Intrusion Detection Oct 28, 2022 Computational Efficiency Domain Adaptation
— Unverified A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG Data Oct 27, 2022 Domain Adaptation EEG
Code Code Available Robust Monocular Localization of Drones by Adapting Domain Maps to Depth Prediction Inaccuracies Oct 27, 2022 Deep Learning Depth Estimation
— Unverified Domain Adaptive Object Detection for Autonomous Driving under Foggy Weather Oct 27, 2022 Autonomous Driving Data Augmentation
Code Code Available Iterative pseudo-forced alignment by acoustic CTC loss for self-supervised ASR domain adaptation Oct 27, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available A few-shot learning approach with domain adaptation for personalized real-life stress detection in close relationships Oct 27, 2022 Domain Adaptation Few-Shot Learning
Code Code Available Efficient Utilization of Large Pre-Trained Models for Low Resource ASR Oct 26, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Robust Domain Adaptation for Pre-trained Multilingual Neural Machine Translation Models Oct 26, 2022 Domain Adaptation Machine Translation
— Unverified N-gram Is Back: Residual Learning of Neural Text Generation with n-gram Language Model Oct 26, 2022 Domain Adaptation Language Modeling
Code Code Available Embedding neurophysiological signals Oct 25, 2022 Brain Computer Interface Domain Adaptation
Code Code Available Adversarial Domain Adaptation for Action Recognition Around the Clock Oct 25, 2022 Action Classification Action Recognition
— Unverified Parameter-Efficient Legal Domain Adaptation Oct 25, 2022 Domain Adaptation
— Unverified Revisiting Softmax for Uncertainty Approximation in Text Classification Oct 25, 2022 Classification Domain Adaptation
— Unverified On Fine-Tuned Deep Features for Unsupervised Domain Adaptation Oct 25, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified WDA-Net: Weakly-Supervised Domain Adaptive Segmentation of Electron Microscopy Oct 24, 2022 Domain Adaptation Segmentation
Code Code Available IT-RUDA: Information Theory Assisted Robust Unsupervised Domain Adaptation Oct 24, 2022 Domain Adaptation Transfer Learning
— Unverified Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport Oct 24, 2022 Domain Adaptation Generalization Bounds
— Unverified Manifold Alignment with Label Information Oct 23, 2022 Domain Adaptation Transfer Learning
— Unverified Deep domain adaptation for polyphonic melody extraction Oct 22, 2022 Domain Adaptation Information Retrieval
— Unverified m^4Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter Oct 21, 2022 Domain Adaptation Machine Translation
Code Code Available AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Oct 20, 2022 Data Augmentation Domain Adaptation
Code Code Available ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing Oct 20, 2022 Domain Adaptation Object Detection
Code Code Available Comparing Machine Learning Techniques for Alfalfa Biomass Yield Prediction Oct 20, 2022 Domain Adaptation feature selection
Code Code Available QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation Oct 19, 2022 Contrastive Learning Data Augmentation
Code Code Available OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping Oct 19, 2022 Domain Adaptation Neural Architecture Search
— Unverified Deep-based quality assessment of medical images through domain adaptation Oct 19, 2022 Decision Making Domain Adaptation
— Unverified Variational Model Perturbation for Source-Free Domain Adaptation Oct 19, 2022 Bayesian Inference Domain Adaptation
Code Code Available Learning Transferable Adversarial Robust Representations via Multi-view Consistency Oct 19, 2022 Adversarial Attack Adversarial Robustness
— Unverified Simple and Effective Unsupervised Speech Translation Oct 18, 2022 Domain Adaptation Machine Translation
— Unverified Domain Adaptation in 3D Object Detection with Gradual Batch Alternation Training Oct 18, 2022 3D Object Detection Autonomous Driving
— Unverified Towards Domain-Independent Supervised Discourse Parsing Through Gradient Boosting Oct 18, 2022 Discourse Parsing Domain Adaptation
— Unverified Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation Oct 18, 2022 Domain Adaptation reinforcement-learning
Code Code Available Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation Oct 18, 2022 Binary Classification Domain Adaptation
— Unverified Enabling Heterogeneous Domain Adaptation in Multi-inhabitants Smart Home Activity Learning Oct 18, 2022 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Real-Time Multi-Modal Semantic Fusion on Unmanned Aerial Vehicles with Label Propagation for Cross-Domain Adaptation Oct 18, 2022 Domain Adaptation Image Segmentation
— Unverified Semi-Supervised Domain Adaptation with Auto-Encoder via Simultaneous Learning Oct 18, 2022 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Using Language to Extend to Unseen Domains Oct 18, 2022 Domain Adaptation
Code Code Available HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks Oct 17, 2022 Domain Adaptation Universal Domain Adaptation
Code Code Available 